Author

E. Makni

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Open access Aug 2026

Machine Learning-Based Prediction of Six-Minute Walk Distance in Children with Obesity

Highlights What are the main findings? Explainable machine learning model, especially XGBoost, outperformed the conventional linear regression in predicting six-minute walk distance (6MWD), as it can better model complex and non-linear relationships between anthropometric parameters in children with obesity. Age is the...

E. Makni, Mohamed Elloumi, Achraf Ammar et al. · Children · 0 citations